psychotherapy

Troy Sadkowsky - Thursday, June 15, 2017

How can data science help your therapist?

By Olivia Goldman

April 4, 2017

Link to article:

https://www.theatlantic.com/magazine/archive/2017/04/what-your-therapist-doesnt-know/517797

According to an article a recently published in The Atlantic, data science is the new frontier in psychotherapy. Feedback-Informed Treatment (FIT) is a system in which client surveys are collected before every therapy session, and provide an independent and private way of determining if a client is improving or deteriorating. Performance feedback and data collection allows therapists to adjust the tools or tone of sessions to provide the best treatment for their client, similar to how performance metrics are used athletics. In addition, statistical algorithms, developed from data on thousands of cases, can predict which patients will deteriorate or are at risk of suicide (often with greater accuracy than a mental health professional), and can alert the psychotherapist.

While not yet widely used, these advances could prove critical for improving a field such as psychotherapy. Progress in psychotherapy is plagued by a lack of performance feedback for psychotherapists because of the private nature of their work, and whitewashing, a term that describes when patients suggest to their psychotherapist that treatment is effective while in reality the patient may actually be deteriorating.

Although studies show that FIT improves the effectiveness of psychotherapy, psychotherapists tend to be resistant to the quantification of something as nuanced and delicate as mental health and interpersonal therapist-client relationships. And granted, system can be improved; developer and researcher Michael Lambert noted that his system only significantly improves therapy outcomes for patients at risk of deterioration.


Like any facet of technology, the more it is used and implemented, the better it will become. The use of data science in psychotherapy is a burgeoning field, and suggests that, as data scientists, we will be able to improve the effectiveness with which professionals can identify and treat mental health problems.


 

 

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psychotherapy

Troy Sadkowsky - Thursday, June 15, 2017

How can data science help your therapist?

By Olivia Goldman

April 4, 2017

Link to article:

https://www.theatlantic.com/magazine/archive/2017/04/what-your-therapist-doesnt-know/517797

According to an article a recently published in The Atlantic, data science is the new frontier in psychotherapy. Feedback-Informed Treatment (FIT) is a system in which client surveys are collected before every therapy session, and provide an independent and private way of determining if a client is improving or deteriorating. Performance feedback and data collection allows therapists to adjust the tools or tone of sessions to provide the best treatment for their client, similar to how performance metrics are used athletics. In addition, statistical algorithms, developed from data on thousands of cases, can predict which patients will deteriorate or are at risk of suicide (often with greater accuracy than a mental health professional), and can alert the psychotherapist.

While not yet widely used, these advances could prove critical for improving a field such as psychotherapy. Progress in psychotherapy is plagued by a lack of performance feedback for psychotherapists because of the private nature of their work, and whitewashing, a term that describes when patients suggest to their psychotherapist that treatment is effective while in reality the patient may actually be deteriorating.

Although studies show that FIT improves the effectiveness of psychotherapy, psychotherapists tend to be resistant to the quantification of something as nuanced and delicate as mental health and interpersonal therapist-client relationships. And granted, system can be improved; developer and researcher Michael Lambert noted that his system only significantly improves therapy outcomes for patients at risk of deterioration.


Like any facet of technology, the more it is used and implemented, the better it will become. The use of data science in psychotherapy is a burgeoning field, and suggests that, as data scientists, we will be able to improve the effectiveness with which professionals can identify and treat mental health problems.


 

 

Comments
Stephany commented on 13-Jun-2019 04:49 PM
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온라인카지노 commented on 13-Jun-2019 05:22 PM
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Brief but very accurate info... Appreciate your
sharing this one. A must read article! https://www.cca365.net
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wiki.arkserverapi.com commented on 13-Jun-2019 06:19 PM
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on the web. You certainly know how to bring an issue to light and make it important.
A lot more people need to check this out and understand this side of your
story. I was surprised you aren't more popular given that you
certainly possess the gift.
http://gilservis.maglan.ru/user/AlbertPenney774 commented on 13-Jun-2019 06:35 PM
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to do to access. I recently found what I hoped for before you know it in the least.
Quite unusual. Is likely to appreciate it foor those who add forums or something, site theme .
a toknes waay for your customer to communicate. Nice task.
Info Judi commented on 13-Jun-2019 06:44 PM
Wow, awesome blog layout! How long have you been blogging for?
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ferrari mechanic la baseta commented on 13-Jun-2019 07:05 PM
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Dublin is a wonderful place to visit. It has interesting history, world
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Christena commented on 13-Jun-2019 09:08 PM
Greetings, I think your website could be having web browser compatibility problems.
When I look at your website in Safari, it looks fine however when opening
in IE, it's got some overlapping issues.
I just wanted to give you a quick heads up! Other than that, great site!
sbothai commented on 13-Jun-2019 09:23 PM
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knowledge, so it's fastidious to read this blog, and I used to go to see this web site
all the time.
Ilana commented on 13-Jun-2019 11:00 PM
What's up, I want to subscribe for this webpage to take most up-to-date updates, therefore where can i do it please help.
Write more, thats all I have to say. Literally, it
seems as though you relied on the video to make your point.
You clearly know what youre talking about, why waste your intelligence
on just posting videos to your blog when you could be giving us something
enlightening to read?
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"Is that your daddy's name then? "Wh-what is the name kid?
In the sound input device window, you will notice a fall down again, pick the title of your mic
and apply/ok. Go from really fast to super quick to see if a gap is in stability.
Is there something unique with this creature type or
can it be me (and in that case what exactly can I do wrong).

Post a Comment




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Trackback Link
http://www.datascientists.net/BlogRetrieve.aspx?BlogID=10922&PostID=711190&A=Trackback
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